2026-08-03T04:34:06,367 Created temporary directory: /tmp/pip-ephem-wheel-cache-ylk31ibw 2026-08-03T04:34:06,369 Created temporary directory: /tmp/pip-build-tracker-rga1xvq3 2026-08-03T04:34:06,370 Initialized build tracking at /tmp/pip-build-tracker-rga1xvq3 2026-08-03T04:34:06,370 Created build tracker: /tmp/pip-build-tracker-rga1xvq3 2026-08-03T04:34:06,370 Entered build tracker: /tmp/pip-build-tracker-rga1xvq3 2026-08-03T04:34:06,371 Created temporary directory: /tmp/pip-wheel-5n7mmwon 2026-08-03T04:34:06,374 DEPRECATION: --no-binary currently disables reading from the cache of locally built wheels. In the future --no-binary will not influence the wheel cache. pip 23.1 will enforce this behaviour change. A possible replacement is to use the --no-cache-dir option. You can use the flag --use-feature=no-binary-enable-wheel-cache to test the upcoming behaviour. Discussion can be found at https://github.com/pypa/pip/issues/11453 2026-08-03T04:34:06,377 Created temporary directory: /tmp/pip-ephem-wheel-cache-1p3zvs2t 2026-08-03T04:34:06,398 Looking in indexes: https://pypi.org/simple, https://www.piwheels.org/simple 2026-08-03T04:34:06,402 2 location(s) to search for versions of imodels: 2026-08-03T04:34:06,402 * https://pypi.org/simple/imodels/ 2026-08-03T04:34:06,402 * https://www.piwheels.org/simple/imodels/ 2026-08-03T04:34:06,403 Fetching project page and analyzing links: https://pypi.org/simple/imodels/ 2026-08-03T04:34:06,403 Getting page https://pypi.org/simple/imodels/ 2026-08-03T04:34:06,405 Found index url https://pypi.org/simple 2026-08-03T04:34:06,638 Fetched page https://pypi.org/simple/imodels/ as application/vnd.pypi.simple.v1+json 2026-08-03T04:34:06,658 Skipping link: No binaries permitted for imodels: 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discarding no candidates 2026-08-03T04:34:07,202 Collecting imodels==3.0.0 2026-08-03T04:34:07,204 Created temporary directory: /tmp/pip-unpack-n0t_rqth 2026-08-03T04:34:07,353 Downloading imodels-3.0.0.tar.gz (243 kB) 2026-08-03T04:34:07,746 Added imodels==3.0.0 from https://files.pythonhosted.org/packages/69/45/7c140d32619588ab24204f3c06215755938dc6a9b5ae6f2f8a85be359a81/imodels-3.0.0.tar.gz to build tracker '/tmp/pip-build-tracker-rga1xvq3' 2026-08-03T04:34:07,752 Created temporary directory: /tmp/pip-build-env-p3bw5a12 2026-08-03T04:34:07,756 Installing build dependencies: started 2026-08-03T04:34:07,757 Running command pip subprocess to install build dependencies 2026-08-03T04:34:08,907 Using pip 23.0.1 from /usr/lib/python3/dist-packages/pip (python 3.11) 2026-08-03T04:34:09,371 DEPRECATION: --no-binary currently disables reading from the cache of locally built wheels. In the future --no-binary will not influence the wheel cache. pip 23.1 will enforce this behaviour change. A possible replacement is to use the --no-cache-dir option. You can use the flag --use-feature=no-binary-enable-wheel-cache to test the upcoming behaviour. Discussion can be found at https://github.com/pypa/pip/issues/11453 2026-08-03T04:34:09,394 Looking in indexes: https://pypi.org/simple, https://www.piwheels.org/simple 2026-08-03T04:34:11,203 Collecting setuptools>=64 2026-08-03T04:34:11,204 Obtaining dependency information for setuptools>=64 from https://www.piwheels.org/simple/setuptools/setuptools-83.0.0-py3-none-any.whl.metadata 2026-08-03T04:34:11,221 Using cached https://www.piwheels.org/simple/setuptools/setuptools-83.0.0-py3-none-any.whl.metadata (6.6 kB) 2026-08-03T04:34:11,458 Collecting wheel 2026-08-03T04:34:11,459 Obtaining dependency information for wheel from https://www.piwheels.org/simple/wheel/wheel-0.47.0-py3-none-any.whl.metadata 2026-08-03T04:34:11,472 Using cached https://www.piwheels.org/simple/wheel/wheel-0.47.0-py3-none-any.whl.metadata (2.3 kB) 2026-08-03T04:34:11,653 Collecting packaging>=24.0 2026-08-03T04:34:11,654 Obtaining dependency information for packaging>=24.0 from https://www.piwheels.org/simple/packaging/packaging-26.2-py3-none-any.whl.metadata 2026-08-03T04:34:11,666 Using cached https://www.piwheels.org/simple/packaging/packaging-26.2-py3-none-any.whl.metadata (3.5 kB) 2026-08-03T04:34:11,856 Using cached https://www.piwheels.org/simple/wheel/wheel-0.47.0-py3-none-any.whl (32 kB) 2026-08-03T04:34:11,875 Using cached https://www.piwheels.org/simple/packaging/packaging-26.2-py3-none-any.whl (100 kB) 2026-08-03T04:34:11,978 Using cached https://www.piwheels.org/simple/setuptools/setuptools-83.0.0-py3-none-any.whl (1.0 MB) 2026-08-03T04:34:12,015 Using cached https://www.piwheels.org/simple/wheel/wheel-0.47.0-py3-none-any.whl (32 kB) 2026-08-03T04:34:12,039 Using cached https://www.piwheels.org/simple/packaging/packaging-26.2-py3-none-any.whl (100 kB) 2026-08-03T04:34:12,148 Using cached https://www.piwheels.org/simple/setuptools/setuptools-83.0.0-py3-none-any.whl (1.0 MB) 2026-08-03T04:34:14,908 Installing collected packages: setuptools, packaging, wheel 2026-08-03T04:34:18,446 Creating /tmp/pip-build-env-p3bw5a12/overlay/local/bin 2026-08-03T04:34:18,448 changing mode of /tmp/pip-build-env-p3bw5a12/overlay/local/bin/wheel to 755 2026-08-03T04:34:18,468 Successfully installed packaging-26.2 setuptools-83.0.0 wheel-0.47.0 2026-08-03T04:34:18,752 Installing build dependencies: finished with status 'done' 2026-08-03T04:34:18,759 Getting requirements to build wheel: started 2026-08-03T04:34:18,760 Running command Getting requirements to build wheel 2026-08-03T04:34:19,375 /tmp/pip-build-env-p3bw5a12/overlay/local/lib/python3.11/dist-packages/setuptools/config/_apply_pyprojecttoml.py:82: SetuptoolsDeprecationWarning: `project.license` as a TOML table is deprecated 2026-08-03T04:34:19,375 !! 2026-08-03T04:34:19,377 ******************************************************************************** 2026-08-03T04:34:19,377 Please use a simple string containing a SPDX expression for `project.license`. You can also use `project.license-files`. (Both options available on setuptools>=77.0.0). 2026-08-03T04:34:19,378 By 2027-Feb-18, you need to update your project and remove deprecated calls 2026-08-03T04:34:19,378 or your builds will no longer be supported. 2026-08-03T04:34:19,379 See https://packaging.python.org/en/latest/guides/writing-pyproject-toml/#license for details. 2026-08-03T04:34:19,379 ******************************************************************************** 2026-08-03T04:34:19,380 !! 2026-08-03T04:34:19,381 corresp(dist, value, root_dir) 2026-08-03T04:34:19,454 /tmp/pip-build-env-p3bw5a12/overlay/local/lib/python3.11/dist-packages/setuptools/config/_apply_pyprojecttoml.py:61: SetuptoolsDeprecationWarning: License classifiers are deprecated. 2026-08-03T04:34:19,455 !! 2026-08-03T04:34:19,456 ******************************************************************************** 2026-08-03T04:34:19,456 Please consider removing the following classifiers in favor of a SPDX license expression: 2026-08-03T04:34:19,457 License :: OSI Approved :: MIT License 2026-08-03T04:34:19,458 See https://packaging.python.org/en/latest/guides/writing-pyproject-toml/#license for details. 2026-08-03T04:34:19,459 ******************************************************************************** 2026-08-03T04:34:19,460 !! 2026-08-03T04:34:19,460 dist._finalize_license_expression() 2026-08-03T04:34:19,462 /tmp/pip-build-env-p3bw5a12/overlay/local/lib/python3.11/dist-packages/setuptools/dist.py:765: SetuptoolsDeprecationWarning: License classifiers are deprecated. 2026-08-03T04:34:19,462 !! 2026-08-03T04:34:19,463 ******************************************************************************** 2026-08-03T04:34:19,464 Please consider removing the following classifiers in favor of a SPDX license expression: 2026-08-03T04:34:19,465 License :: OSI Approved :: MIT License 2026-08-03T04:34:19,467 See https://packaging.python.org/en/latest/guides/writing-pyproject-toml/#license for details. 2026-08-03T04:34:19,467 ******************************************************************************** 2026-08-03T04:34:19,468 !! 2026-08-03T04:34:19,469 self._finalize_license_expression() 2026-08-03T04:34:19,472 running egg_info 2026-08-03T04:34:19,478 writing imodels.egg-info/PKG-INFO 2026-08-03T04:34:19,485 writing dependency_links to imodels.egg-info/dependency_links.txt 2026-08-03T04:34:19,488 writing requirements to imodels.egg-info/requires.txt 2026-08-03T04:34:19,490 writing top-level names to imodels.egg-info/top_level.txt 2026-08-03T04:34:19,538 reading manifest file 'imodels.egg-info/SOURCES.txt' 2026-08-03T04:34:19,555 writing manifest file 'imodels.egg-info/SOURCES.txt' 2026-08-03T04:34:19,653 Getting requirements to build wheel: finished with status 'done' 2026-08-03T04:34:19,657 Created temporary directory: /tmp/pip-modern-metadata-ktioocmd 2026-08-03T04:34:19,659 Preparing metadata (pyproject.toml): started 2026-08-03T04:34:19,660 Running command Preparing metadata (pyproject.toml) 2026-08-03T04:34:20,223 /tmp/pip-build-env-p3bw5a12/overlay/local/lib/python3.11/dist-packages/setuptools/config/_apply_pyprojecttoml.py:82: SetuptoolsDeprecationWarning: `project.license` as a TOML table is deprecated 2026-08-03T04:34:20,223 !! 2026-08-03T04:34:20,225 ******************************************************************************** 2026-08-03T04:34:20,225 Please use a simple string containing a SPDX expression for `project.license`. You can also use `project.license-files`. (Both options available on setuptools>=77.0.0). 2026-08-03T04:34:20,226 By 2027-Feb-18, you need to update your project and remove deprecated calls 2026-08-03T04:34:20,227 or your builds will no longer be supported. 2026-08-03T04:34:20,228 See https://packaging.python.org/en/latest/guides/writing-pyproject-toml/#license for details. 2026-08-03T04:34:20,229 ******************************************************************************** 2026-08-03T04:34:20,229 !! 2026-08-03T04:34:20,230 corresp(dist, value, root_dir) 2026-08-03T04:34:20,299 /tmp/pip-build-env-p3bw5a12/overlay/local/lib/python3.11/dist-packages/setuptools/config/_apply_pyprojecttoml.py:61: SetuptoolsDeprecationWarning: License classifiers are deprecated. 2026-08-03T04:34:20,300 !! 2026-08-03T04:34:20,301 ******************************************************************************** 2026-08-03T04:34:20,301 Please consider removing the following classifiers in favor of a SPDX license expression: 2026-08-03T04:34:20,302 License :: OSI Approved :: MIT License 2026-08-03T04:34:20,303 See https://packaging.python.org/en/latest/guides/writing-pyproject-toml/#license for details. 2026-08-03T04:34:20,303 ******************************************************************************** 2026-08-03T04:34:20,304 !! 2026-08-03T04:34:20,305 dist._finalize_license_expression() 2026-08-03T04:34:20,305 /tmp/pip-build-env-p3bw5a12/overlay/local/lib/python3.11/dist-packages/setuptools/dist.py:765: SetuptoolsDeprecationWarning: License classifiers are deprecated. 2026-08-03T04:34:20,306 !! 2026-08-03T04:34:20,307 ******************************************************************************** 2026-08-03T04:34:20,307 Please consider removing the following classifiers in favor of a SPDX license expression: 2026-08-03T04:34:20,308 License :: OSI Approved :: MIT License 2026-08-03T04:34:20,310 See https://packaging.python.org/en/latest/guides/writing-pyproject-toml/#license for details. 2026-08-03T04:34:20,310 ******************************************************************************** 2026-08-03T04:34:20,312 !! 2026-08-03T04:34:20,313 self._finalize_license_expression() 2026-08-03T04:34:20,313 running dist_info 2026-08-03T04:34:20,323 creating /tmp/pip-modern-metadata-ktioocmd/imodels.egg-info 2026-08-03T04:34:20,324 writing /tmp/pip-modern-metadata-ktioocmd/imodels.egg-info/PKG-INFO 2026-08-03T04:34:20,330 writing dependency_links to /tmp/pip-modern-metadata-ktioocmd/imodels.egg-info/dependency_links.txt 2026-08-03T04:34:20,333 writing requirements to /tmp/pip-modern-metadata-ktioocmd/imodels.egg-info/requires.txt 2026-08-03T04:34:20,334 writing top-level names to /tmp/pip-modern-metadata-ktioocmd/imodels.egg-info/top_level.txt 2026-08-03T04:34:20,336 writing manifest file '/tmp/pip-modern-metadata-ktioocmd/imodels.egg-info/SOURCES.txt' 2026-08-03T04:34:20,379 reading manifest file '/tmp/pip-modern-metadata-ktioocmd/imodels.egg-info/SOURCES.txt' 2026-08-03T04:34:20,388 writing manifest file '/tmp/pip-modern-metadata-ktioocmd/imodels.egg-info/SOURCES.txt' 2026-08-03T04:34:20,389 creating '/tmp/pip-modern-metadata-ktioocmd/imodels-3.0.0.dist-info' 2026-08-03T04:34:20,514 Preparing metadata (pyproject.toml): finished with status 'done' 2026-08-03T04:34:20,521 Source in /tmp/pip-wheel-5n7mmwon/imodels_b256165a1361470ab9c40cdd2266b11c has version 3.0.0, which satisfies requirement imodels==3.0.0 from https://files.pythonhosted.org/packages/69/45/7c140d32619588ab24204f3c06215755938dc6a9b5ae6f2f8a85be359a81/imodels-3.0.0.tar.gz 2026-08-03T04:34:20,522 Removed imodels==3.0.0 from https://files.pythonhosted.org/packages/69/45/7c140d32619588ab24204f3c06215755938dc6a9b5ae6f2f8a85be359a81/imodels-3.0.0.tar.gz from build tracker '/tmp/pip-build-tracker-rga1xvq3' 2026-08-03T04:34:20,531 Created temporary directory: /tmp/pip-unpack-hy2k21sv 2026-08-03T04:34:20,531 Building wheels for collected packages: imodels 2026-08-03T04:34:20,536 Created temporary directory: /tmp/pip-wheel-genbwrgn 2026-08-03T04:34:20,537 Destination directory: /tmp/pip-wheel-genbwrgn 2026-08-03T04:34:20,539 Building wheel for imodels (pyproject.toml): started 2026-08-03T04:34:20,541 Running command Building wheel for imodels (pyproject.toml) 2026-08-03T04:34:21,158 /tmp/pip-build-env-p3bw5a12/overlay/local/lib/python3.11/dist-packages/setuptools/config/_apply_pyprojecttoml.py:82: SetuptoolsDeprecationWarning: `project.license` as a TOML table is deprecated 2026-08-03T04:34:21,158 !! 2026-08-03T04:34:21,159 ******************************************************************************** 2026-08-03T04:34:21,160 Please use a simple string containing a SPDX expression for `project.license`. You can also use `project.license-files`. (Both options available on setuptools>=77.0.0). 2026-08-03T04:34:21,161 By 2027-Feb-18, you need to update your project and remove deprecated calls 2026-08-03T04:34:21,161 or your builds will no longer be supported. 2026-08-03T04:34:21,162 See https://packaging.python.org/en/latest/guides/writing-pyproject-toml/#license for details. 2026-08-03T04:34:21,163 ******************************************************************************** 2026-08-03T04:34:21,164 !! 2026-08-03T04:34:21,164 corresp(dist, value, root_dir) 2026-08-03T04:34:21,227 /tmp/pip-build-env-p3bw5a12/overlay/local/lib/python3.11/dist-packages/setuptools/config/_apply_pyprojecttoml.py:61: SetuptoolsDeprecationWarning: License classifiers are deprecated. 2026-08-03T04:34:21,228 !! 2026-08-03T04:34:21,229 ******************************************************************************** 2026-08-03T04:34:21,229 Please consider removing the following classifiers in favor of a SPDX license expression: 2026-08-03T04:34:21,231 License :: OSI Approved :: MIT License 2026-08-03T04:34:21,232 See https://packaging.python.org/en/latest/guides/writing-pyproject-toml/#license for details. 2026-08-03T04:34:21,233 ******************************************************************************** 2026-08-03T04:34:21,234 !! 2026-08-03T04:34:21,235 dist._finalize_license_expression() 2026-08-03T04:34:21,235 /tmp/pip-build-env-p3bw5a12/overlay/local/lib/python3.11/dist-packages/setuptools/dist.py:765: SetuptoolsDeprecationWarning: License classifiers are deprecated. 2026-08-03T04:34:21,236 !! 2026-08-03T04:34:21,237 ******************************************************************************** 2026-08-03T04:34:21,238 Please consider removing the following classifiers in favor of a SPDX license expression: 2026-08-03T04:34:21,239 License :: OSI Approved :: MIT License 2026-08-03T04:34:21,240 See https://packaging.python.org/en/latest/guides/writing-pyproject-toml/#license for details. 2026-08-03T04:34:21,241 ******************************************************************************** 2026-08-03T04:34:21,242 !! 2026-08-03T04:34:21,243 self._finalize_license_expression() 2026-08-03T04:34:21,243 running bdist_wheel 2026-08-03T04:34:21,252 running build 2026-08-03T04:34:21,253 running build_py 2026-08-03T04:34:21,259 creating build/lib/imodels 2026-08-03T04:34:21,261 copying imodels/__init__.py -> build/lib/imodels 2026-08-03T04:34:21,264 creating build/lib/imodels/experimental 2026-08-03T04:34:21,265 copying imodels/experimental/tree_gam_simple.py -> build/lib/imodels/experimental 2026-08-03T04:34:21,268 copying imodels/experimental/stablelinear.py -> build/lib/imodels/experimental 2026-08-03T04:34:21,270 copying imodels/experimental/figs_shrinkage.py -> build/lib/imodels/experimental 2026-08-03T04:34:21,272 copying imodels/experimental/__init__.py -> build/lib/imodels/experimental 2026-08-03T04:34:21,274 copying imodels/experimental/figs_ensembles.py -> build/lib/imodels/experimental 2026-08-03T04:34:21,277 copying imodels/experimental/stableskope.py -> build/lib/imodels/experimental 2026-08-03T04:34:21,279 copying imodels/experimental/util.py -> build/lib/imodels/experimental 2026-08-03T04:34:21,281 creating build/lib/imodels/tree 2026-08-03T04:34:21,283 copying imodels/tree/cart_ccp.py -> build/lib/imodels/tree 2026-08-03T04:34:21,285 copying imodels/tree/viz_utils.py -> build/lib/imodels/tree 2026-08-03T04:34:21,287 copying imodels/tree/hierarchical_shrinkage.py -> build/lib/imodels/tree 2026-08-03T04:34:21,290 copying imodels/tree/figs.py -> build/lib/imodels/tree 2026-08-03T04:34:21,293 copying imodels/tree/tao.py -> build/lib/imodels/tree 2026-08-03T04:34:21,295 copying imodels/tree/custom_greedy_tree.py -> build/lib/imodels/tree 2026-08-03T04:34:21,298 copying imodels/tree/__init__.py -> build/lib/imodels/tree 2026-08-03T04:34:21,299 copying imodels/tree/cart_wrapper.py -> build/lib/imodels/tree 2026-08-03T04:34:21,302 creating build/lib/imodels/clustering 2026-08-03T04:34:21,303 copying imodels/clustering/__init__.py -> build/lib/imodels/clustering 2026-08-03T04:34:21,305 copying imodels/clustering/stableclustering.py -> build/lib/imodels/clustering 2026-08-03T04:34:21,307 creating build/lib/imodels/discretization 2026-08-03T04:34:21,308 copying imodels/discretization/discretizer.py -> build/lib/imodels/discretization 2026-08-03T04:34:21,311 copying imodels/discretization/__init__.py -> build/lib/imodels/discretization 2026-08-03T04:34:21,313 copying imodels/discretization/simple.py -> build/lib/imodels/discretization 2026-08-03T04:34:21,315 copying imodels/discretization/mdlp.py -> build/lib/imodels/discretization 2026-08-03T04:34:21,319 creating build/lib/imodels/util 2026-08-03T04:34:21,320 copying imodels/util/ensemble.py -> build/lib/imodels/util 2026-08-03T04:34:21,322 copying imodels/util/introspection.py -> build/lib/imodels/util 2026-08-03T04:34:21,324 copying imodels/util/metrics.py -> build/lib/imodels/util 2026-08-03T04:34:21,325 copying imodels/util/tree_viz.py -> build/lib/imodels/util 2026-08-03T04:34:21,327 copying imodels/util/rule.py -> build/lib/imodels/util 2026-08-03T04:34:21,329 copying imodels/util/tree.py -> build/lib/imodels/util 2026-08-03T04:34:21,332 copying imodels/util/model_trees.py -> build/lib/imodels/util 2026-08-03T04:34:21,334 copying imodels/util/explain_errors.py -> build/lib/imodels/util 2026-08-03T04:34:21,336 copying imodels/util/arguments.py -> build/lib/imodels/util 2026-08-03T04:34:21,338 copying imodels/util/prune.py -> build/lib/imodels/util 2026-08-03T04:34:21,340 copying imodels/util/sklearn_compat.py -> build/lib/imodels/util 2026-08-03T04:34:21,342 copying imodels/util/__init__.py -> build/lib/imodels/util 2026-08-03T04:34:21,344 copying imodels/util/get_rules.py -> build/lib/imodels/util 2026-08-03T04:34:21,346 copying imodels/util/neural_nets.py -> build/lib/imodels/util 2026-08-03T04:34:21,348 copying imodels/util/transforms.py -> build/lib/imodels/util 2026-08-03T04:34:21,351 copying imodels/util/tree_interaction_utils.py -> build/lib/imodels/util 2026-08-03T04:34:21,352 copying imodels/util/score.py -> build/lib/imodels/util 2026-08-03T04:34:21,355 copying imodels/util/checks.py -> build/lib/imodels/util 2026-08-03T04:34:21,356 copying imodels/util/automl.py -> build/lib/imodels/util 2026-08-03T04:34:21,359 copying imodels/util/apply.py -> build/lib/imodels/util 2026-08-03T04:34:21,361 copying imodels/util/data_util.py -> build/lib/imodels/util 2026-08-03T04:34:21,363 copying imodels/util/extract.py -> build/lib/imodels/util 2026-08-03T04:34:21,366 copying imodels/util/distillation.py -> build/lib/imodels/util 2026-08-03T04:34:21,367 copying imodels/util/convert.py -> build/lib/imodels/util 2026-08-03T04:34:21,370 creating build/lib/imodels/algebraic 2026-08-03T04:34:21,371 copying imodels/algebraic/tree_gam_minimal.py -> build/lib/imodels/algebraic 2026-08-03T04:34:21,374 copying imodels/algebraic/gam_shap.py -> build/lib/imodels/algebraic 2026-08-03T04:34:21,376 copying imodels/algebraic/slim.py -> build/lib/imodels/algebraic 2026-08-03T04:34:21,378 copying imodels/algebraic/marginal_shrinkage_linear_model.py -> build/lib/imodels/algebraic 2026-08-03T04:34:21,381 copying imodels/algebraic/ridge_multi_utils.py -> build/lib/imodels/algebraic 2026-08-03T04:34:21,383 copying imodels/algebraic/__init__.py -> build/lib/imodels/algebraic 2026-08-03T04:34:21,384 copying imodels/algebraic/gam_multitask.py -> build/lib/imodels/algebraic 2026-08-03T04:34:21,387 copying imodels/algebraic/tree_gam.py -> build/lib/imodels/algebraic 2026-08-03T04:34:21,389 copying imodels/algebraic/ridge_multi.py -> build/lib/imodels/algebraic 2026-08-03T04:34:21,392 creating build/lib/imodels/rule_list 2026-08-03T04:34:21,393 copying imodels/rule_list/one_r.py -> build/lib/imodels/rule_list 2026-08-03T04:34:21,395 copying imodels/rule_list/fast_frugal_tree.py -> build/lib/imodels/rule_list 2026-08-03T04:34:21,397 copying imodels/rule_list/__init__.py -> build/lib/imodels/rule_list 2026-08-03T04:34:21,398 copying imodels/rule_list/rule_list.py -> build/lib/imodels/rule_list 2026-08-03T04:34:21,400 copying imodels/rule_list/greedy_rule_list.py -> build/lib/imodels/rule_list 2026-08-03T04:34:21,403 creating build/lib/imodels/importance 2026-08-03T04:34:21,404 copying imodels/importance/rf_plus.py -> build/lib/imodels/importance 2026-08-03T04:34:21,406 copying imodels/importance/mdi_plus.py -> build/lib/imodels/importance 2026-08-03T04:34:21,409 copying imodels/importance/block_transformers_ys.py -> build/lib/imodels/importance 2026-08-03T04:34:21,411 copying imodels/importance/ranking_stability.py -> build/lib/imodels/importance 2026-08-03T04:34:21,413 copying imodels/importance/__init__.py -> build/lib/imodels/importance 2026-08-03T04:34:21,414 copying imodels/importance/local_stumps.py -> build/lib/imodels/importance 2026-08-03T04:34:21,417 copying imodels/importance/block_transformers.py -> build/lib/imodels/importance 2026-08-03T04:34:21,419 copying imodels/importance/ppms.py -> build/lib/imodels/importance 2026-08-03T04:34:21,422 creating build/lib/imodels/rule_set 2026-08-03T04:34:21,423 copying imodels/rule_set/brs.py -> build/lib/imodels/rule_set 2026-08-03T04:34:21,426 copying imodels/rule_set/rule_fit.py -> build/lib/imodels/rule_set 2026-08-03T04:34:21,428 copying imodels/rule_set/fplasso.py -> build/lib/imodels/rule_set 2026-08-03T04:34:21,430 copying imodels/rule_set/skope_rules.py -> build/lib/imodels/rule_set 2026-08-03T04:34:21,433 copying imodels/rule_set/slipper_util.py -> build/lib/imodels/rule_set 2026-08-03T04:34:21,435 copying imodels/rule_set/rule_set.py -> build/lib/imodels/rule_set 2026-08-03T04:34:21,437 copying imodels/rule_set/__init__.py -> build/lib/imodels/rule_set 2026-08-03T04:34:21,438 copying imodels/rule_set/fpskope.py -> build/lib/imodels/rule_set 2026-08-03T04:34:21,440 copying imodels/rule_set/boosted_rules.py -> build/lib/imodels/rule_set 2026-08-03T04:34:21,442 copying imodels/rule_set/slipper.py -> build/lib/imodels/rule_set 2026-08-03T04:34:21,444 creating build/lib/imodels/experimental/bartpy 2026-08-03T04:34:21,446 copying imodels/experimental/bartpy/model.py -> build/lib/imodels/experimental/bartpy 2026-08-03T04:34:21,448 copying imodels/experimental/bartpy/split.py -> build/lib/imodels/experimental/bartpy 2026-08-03T04:34:21,450 copying imodels/experimental/bartpy/plotting.py -> build/lib/imodels/experimental/bartpy 2026-08-03T04:34:21,451 copying imodels/experimental/bartpy/sigma.py -> build/lib/imodels/experimental/bartpy 2026-08-03T04:34:21,453 copying imodels/experimental/bartpy/splitcondition.py -> build/lib/imodels/experimental/bartpy 2026-08-03T04:34:21,455 copying imodels/experimental/bartpy/errors.py -> build/lib/imodels/experimental/bartpy 2026-08-03T04:34:21,457 copying imodels/experimental/bartpy/tree.py -> build/lib/imodels/experimental/bartpy 2026-08-03T04:34:21,459 copying imodels/experimental/bartpy/__init__.py -> build/lib/imodels/experimental/bartpy 2026-08-03T04:34:21,461 copying imodels/experimental/bartpy/runner.py -> build/lib/imodels/experimental/bartpy 2026-08-03T04:34:21,463 copying imodels/experimental/bartpy/trace.py -> build/lib/imodels/experimental/bartpy 2026-08-03T04:34:21,464 copying imodels/experimental/bartpy/sklearnmodel.py -> build/lib/imodels/experimental/bartpy 2026-08-03T04:34:21,467 copying imodels/experimental/bartpy/node.py -> build/lib/imodels/experimental/bartpy 2026-08-03T04:34:21,469 copying imodels/experimental/bartpy/mutation.py -> build/lib/imodels/experimental/bartpy 2026-08-03T04:34:21,471 copying imodels/experimental/bartpy/data.py -> build/lib/imodels/experimental/bartpy 2026-08-03T04:34:21,473 creating build/lib/imodels/experimental/bartpy/extensions 2026-08-03T04:34:21,474 copying imodels/experimental/bartpy/extensions/baseestimator.py -> build/lib/imodels/experimental/bartpy/extensions 2026-08-03T04:34:21,476 copying imodels/experimental/bartpy/extensions/__init__.py -> build/lib/imodels/experimental/bartpy/extensions 2026-08-03T04:34:21,477 copying imodels/experimental/bartpy/extensions/ols.py -> build/lib/imodels/experimental/bartpy/extensions 2026-08-03T04:34:21,479 creating build/lib/imodels/experimental/bartpy/initializers 2026-08-03T04:34:21,480 copying imodels/experimental/bartpy/initializers/__init__.py -> build/lib/imodels/experimental/bartpy/initializers 2026-08-03T04:34:21,482 copying imodels/experimental/bartpy/initializers/sklearntreeinitializer.py -> build/lib/imodels/experimental/bartpy/initializers 2026-08-03T04:34:21,484 copying imodels/experimental/bartpy/initializers/initializer.py -> build/lib/imodels/experimental/bartpy/initializers 2026-08-03T04:34:21,486 creating build/lib/imodels/experimental/bartpy/diagnostics 2026-08-03T04:34:21,487 copying imodels/experimental/bartpy/diagnostics/sigma.py -> build/lib/imodels/experimental/bartpy/diagnostics 2026-08-03T04:34:21,489 copying imodels/experimental/bartpy/diagnostics/trees.py -> build/lib/imodels/experimental/bartpy/diagnostics 2026-08-03T04:34:21,491 copying imodels/experimental/bartpy/diagnostics/residuals.py -> build/lib/imodels/experimental/bartpy/diagnostics 2026-08-03T04:34:21,493 copying imodels/experimental/bartpy/diagnostics/__init__.py -> build/lib/imodels/experimental/bartpy/diagnostics 2026-08-03T04:34:21,494 copying imodels/experimental/bartpy/diagnostics/features.py -> build/lib/imodels/experimental/bartpy/diagnostics 2026-08-03T04:34:21,497 copying imodels/experimental/bartpy/diagnostics/diagnostics.py -> build/lib/imodels/experimental/bartpy/diagnostics 2026-08-03T04:34:21,498 copying imodels/experimental/bartpy/diagnostics/motivation.py -> build/lib/imodels/experimental/bartpy/diagnostics 2026-08-03T04:34:21,501 copying imodels/experimental/bartpy/diagnostics/sampling.py -> build/lib/imodels/experimental/bartpy/diagnostics 2026-08-03T04:34:21,503 creating build/lib/imodels/experimental/bartpy/features 2026-08-03T04:34:21,504 copying imodels/experimental/bartpy/features/featureimportance.py -> build/lib/imodels/experimental/bartpy/features 2026-08-03T04:34:21,506 copying imodels/experimental/bartpy/features/__init__.py -> build/lib/imodels/experimental/bartpy/features 2026-08-03T04:34:21,507 copying imodels/experimental/bartpy/features/featureselection.py -> build/lib/imodels/experimental/bartpy/features 2026-08-03T04:34:21,510 creating build/lib/imodels/experimental/bartpy/samplers 2026-08-03T04:34:21,511 copying imodels/experimental/bartpy/samplers/schedule.py -> build/lib/imodels/experimental/bartpy/samplers 2026-08-03T04:34:21,513 copying imodels/experimental/bartpy/samplers/sigma.py -> build/lib/imodels/experimental/bartpy/samplers 2026-08-03T04:34:21,515 copying imodels/experimental/bartpy/samplers/treemutation.py -> build/lib/imodels/experimental/bartpy/samplers 2026-08-03T04:34:21,517 copying imodels/experimental/bartpy/samplers/modelsampler.py -> build/lib/imodels/experimental/bartpy/samplers 2026-08-03T04:34:21,519 copying imodels/experimental/bartpy/samplers/leafnode.py -> build/lib/imodels/experimental/bartpy/samplers 2026-08-03T04:34:21,521 copying imodels/experimental/bartpy/samplers/scalar.py -> build/lib/imodels/experimental/bartpy/samplers 2026-08-03T04:34:21,523 copying imodels/experimental/bartpy/samplers/__init__.py -> build/lib/imodels/experimental/bartpy/samplers 2026-08-03T04:34:21,525 copying imodels/experimental/bartpy/samplers/sampler.py -> build/lib/imodels/experimental/bartpy/samplers 2026-08-03T04:34:21,527 creating build/lib/imodels/experimental/bartpy/samplers/oblivioustrees 2026-08-03T04:34:21,528 copying imodels/experimental/bartpy/samplers/oblivioustrees/likelihoodratio.py -> build/lib/imodels/experimental/bartpy/samplers/oblivioustrees 2026-08-03T04:34:21,530 copying imodels/experimental/bartpy/samplers/oblivioustrees/treemutation.py -> build/lib/imodels/experimental/bartpy/samplers/oblivioustrees 2026-08-03T04:34:21,532 copying imodels/experimental/bartpy/samplers/oblivioustrees/__init__.py -> build/lib/imodels/experimental/bartpy/samplers/oblivioustrees 2026-08-03T04:34:21,534 copying imodels/experimental/bartpy/samplers/oblivioustrees/proposer.py -> build/lib/imodels/experimental/bartpy/samplers/oblivioustrees 2026-08-03T04:34:21,536 creating build/lib/imodels/experimental/bartpy/samplers/unconstrainedtree 2026-08-03T04:34:21,537 copying imodels/experimental/bartpy/samplers/unconstrainedtree/likelihoodratio.py -> build/lib/imodels/experimental/bartpy/samplers/unconstrainedtree 2026-08-03T04:34:21,540 copying imodels/experimental/bartpy/samplers/unconstrainedtree/treemutation.py -> build/lib/imodels/experimental/bartpy/samplers/unconstrainedtree 2026-08-03T04:34:21,541 copying imodels/experimental/bartpy/samplers/unconstrainedtree/__init__.py -> build/lib/imodels/experimental/bartpy/samplers/unconstrainedtree 2026-08-03T04:34:21,543 copying imodels/experimental/bartpy/samplers/unconstrainedtree/proposer.py -> build/lib/imodels/experimental/bartpy/samplers/unconstrainedtree 2026-08-03T04:34:21,546 creating build/lib/imodels/tree/c45_tree 2026-08-03T04:34:21,547 copying imodels/tree/c45_tree/__init__.py -> build/lib/imodels/tree/c45_tree 2026-08-03T04:34:21,548 copying imodels/tree/c45_tree/c45_tree.py -> build/lib/imodels/tree/c45_tree 2026-08-03T04:34:21,551 copying imodels/tree/c45_tree/c45_utils.py -> build/lib/imodels/tree/c45_tree 2026-08-03T04:34:21,553 creating build/lib/imodels/tree/rf_plus 2026-08-03T04:34:21,555 copying imodels/tree/rf_plus/__init__.py -> build/lib/imodels/tree/rf_plus 2026-08-03T04:34:21,557 creating build/lib/imodels/tree/rf_plus/feature_importance 2026-08-03T04:34:21,558 copying imodels/tree/rf_plus/feature_importance/rfplus_explainer.py -> build/lib/imodels/tree/rf_plus/feature_importance 2026-08-03T04:34:21,561 creating build/lib/imodels/tree/rf_plus/data_transformations 2026-08-03T04:34:21,562 copying imodels/tree/rf_plus/data_transformations/local_stumps.py -> build/lib/imodels/tree/rf_plus/data_transformations 2026-08-03T04:34:21,564 copying imodels/tree/rf_plus/data_transformations/block_transformers.py -> build/lib/imodels/tree/rf_plus/data_transformations 2026-08-03T04:34:21,568 creating build/lib/imodels/tree/rf_plus/rf_plus 2026-08-03T04:34:21,569 copying imodels/tree/rf_plus/rf_plus/rf_plus_utils.py -> build/lib/imodels/tree/rf_plus/rf_plus 2026-08-03T04:34:21,571 copying imodels/tree/rf_plus/rf_plus/rf_plus_models.py -> build/lib/imodels/tree/rf_plus/rf_plus 2026-08-03T04:34:21,574 creating build/lib/imodels/tree/rf_plus/feature_importance/ppms 2026-08-03T04:34:21,575 copying imodels/tree/rf_plus/feature_importance/ppms/ppms.py -> build/lib/imodels/tree/rf_plus/feature_importance/ppms 2026-08-03T04:34:21,578 creating build/lib/imodels/rule_list/bayesian_rule_list 2026-08-03T04:34:21,579 copying imodels/rule_list/bayesian_rule_list/brl_util.py -> build/lib/imodels/rule_list/bayesian_rule_list 2026-08-03T04:34:21,582 copying imodels/rule_list/bayesian_rule_list/bayesian_rule_list.py -> build/lib/imodels/rule_list/bayesian_rule_list 2026-08-03T04:34:21,585 copying imodels/rule_list/bayesian_rule_list/__init__.py -> build/lib/imodels/rule_list/bayesian_rule_list 2026-08-03T04:34:21,587 running egg_info 2026-08-03T04:34:21,597 writing imodels.egg-info/PKG-INFO 2026-08-03T04:34:21,603 writing dependency_links to imodels.egg-info/dependency_links.txt 2026-08-03T04:34:21,604 writing requirements to imodels.egg-info/requires.txt 2026-08-03T04:34:21,606 writing top-level names to imodels.egg-info/top_level.txt 2026-08-03T04:34:21,636 reading manifest file 'imodels.egg-info/SOURCES.txt' 2026-08-03T04:34:21,652 writing manifest file 'imodels.egg-info/SOURCES.txt' 2026-08-03T04:34:21,686 installing to build/bdist.linux-armv7l/wheel 2026-08-03T04:34:21,687 running install 2026-08-03T04:34:21,710 running install_lib 2026-08-03T04:34:21,715 creating build/bdist.linux-armv7l/wheel 2026-08-03T04:34:21,717 creating build/bdist.linux-armv7l/wheel/imodels 2026-08-03T04:34:21,719 creating build/bdist.linux-armv7l/wheel/imodels/experimental 2026-08-03T04:34:21,720 copying build/lib/imodels/experimental/tree_gam_simple.py -> build/bdist.linux-armv7l/wheel/./imodels/experimental 2026-08-03T04:34:21,722 copying build/lib/imodels/experimental/stablelinear.py -> build/bdist.linux-armv7l/wheel/./imodels/experimental 2026-08-03T04:34:21,724 copying build/lib/imodels/experimental/figs_shrinkage.py -> build/bdist.linux-armv7l/wheel/./imodels/experimental 2026-08-03T04:34:21,727 copying build/lib/imodels/experimental/__init__.py -> build/bdist.linux-armv7l/wheel/./imodels/experimental 2026-08-03T04:34:21,728 copying build/lib/imodels/experimental/figs_ensembles.py -> build/bdist.linux-armv7l/wheel/./imodels/experimental 2026-08-03T04:34:21,732 creating build/bdist.linux-armv7l/wheel/imodels/experimental/bartpy 2026-08-03T04:34:21,733 copying build/lib/imodels/experimental/bartpy/model.py -> build/bdist.linux-armv7l/wheel/./imodels/experimental/bartpy 2026-08-03T04:34:21,735 copying build/lib/imodels/experimental/bartpy/split.py -> build/bdist.linux-armv7l/wheel/./imodels/experimental/bartpy 2026-08-03T04:34:21,737 copying build/lib/imodels/experimental/bartpy/plotting.py -> build/bdist.linux-armv7l/wheel/./imodels/experimental/bartpy 2026-08-03T04:34:21,739 creating build/bdist.linux-armv7l/wheel/imodels/experimental/bartpy/extensions 2026-08-03T04:34:21,740 copying build/lib/imodels/experimental/bartpy/extensions/baseestimator.py -> build/bdist.linux-armv7l/wheel/./imodels/experimental/bartpy/extensions 2026-08-03T04:34:21,742 copying build/lib/imodels/experimental/bartpy/extensions/__init__.py -> build/bdist.linux-armv7l/wheel/./imodels/experimental/bartpy/extensions 2026-08-03T04:34:21,744 copying build/lib/imodels/experimental/bartpy/extensions/ols.py -> build/bdist.linux-armv7l/wheel/./imodels/experimental/bartpy/extensions 2026-08-03T04:34:21,746 copying build/lib/imodels/experimental/bartpy/sigma.py -> build/bdist.linux-armv7l/wheel/./imodels/experimental/bartpy 2026-08-03T04:34:21,748 copying build/lib/imodels/experimental/bartpy/splitcondition.py -> build/bdist.linux-armv7l/wheel/./imodels/experimental/bartpy 2026-08-03T04:34:21,750 copying build/lib/imodels/experimental/bartpy/errors.py -> build/bdist.linux-armv7l/wheel/./imodels/experimental/bartpy 2026-08-03T04:34:21,751 copying build/lib/imodels/experimental/bartpy/tree.py -> build/bdist.linux-armv7l/wheel/./imodels/experimental/bartpy 2026-08-03T04:34:21,754 creating build/bdist.linux-armv7l/wheel/imodels/experimental/bartpy/initializers 2026-08-03T04:34:21,755 copying build/lib/imodels/experimental/bartpy/initializers/__init__.py -> build/bdist.linux-armv7l/wheel/./imodels/experimental/bartpy/initializers 2026-08-03T04:34:21,757 copying build/lib/imodels/experimental/bartpy/initializers/sklearntreeinitializer.py -> build/bdist.linux-armv7l/wheel/./imodels/experimental/bartpy/initializers 2026-08-03T04:34:21,759 copying build/lib/imodels/experimental/bartpy/initializers/initializer.py -> build/bdist.linux-armv7l/wheel/./imodels/experimental/bartpy/initializers 2026-08-03T04:34:21,761 copying build/lib/imodels/experimental/bartpy/__init__.py -> build/bdist.linux-armv7l/wheel/./imodels/experimental/bartpy 2026-08-03T04:34:21,764 creating build/bdist.linux-armv7l/wheel/imodels/experimental/bartpy/diagnostics 2026-08-03T04:34:21,765 copying build/lib/imodels/experimental/bartpy/diagnostics/sigma.py -> build/bdist.linux-armv7l/wheel/./imodels/experimental/bartpy/diagnostics 2026-08-03T04:34:21,767 copying build/lib/imodels/experimental/bartpy/diagnostics/trees.py -> build/bdist.linux-armv7l/wheel/./imodels/experimental/bartpy/diagnostics 2026-08-03T04:34:21,768 copying build/lib/imodels/experimental/bartpy/diagnostics/residuals.py -> build/bdist.linux-armv7l/wheel/./imodels/experimental/bartpy/diagnostics 2026-08-03T04:34:21,770 copying build/lib/imodels/experimental/bartpy/diagnostics/__init__.py -> build/bdist.linux-armv7l/wheel/./imodels/experimental/bartpy/diagnostics 2026-08-03T04:34:21,771 copying build/lib/imodels/experimental/bartpy/diagnostics/features.py -> build/bdist.linux-armv7l/wheel/./imodels/experimental/bartpy/diagnostics 2026-08-03T04:34:21,774 copying build/lib/imodels/experimental/bartpy/diagnostics/diagnostics.py -> build/bdist.linux-armv7l/wheel/./imodels/experimental/bartpy/diagnostics 2026-08-03T04:34:21,776 copying build/lib/imodels/experimental/bartpy/diagnostics/motivation.py -> build/bdist.linux-armv7l/wheel/./imodels/experimental/bartpy/diagnostics 2026-08-03T04:34:21,778 copying build/lib/imodels/experimental/bartpy/diagnostics/sampling.py -> build/bdist.linux-armv7l/wheel/./imodels/experimental/bartpy/diagnostics 2026-08-03T04:34:21,780 copying build/lib/imodels/experimental/bartpy/runner.py -> build/bdist.linux-armv7l/wheel/./imodels/experimental/bartpy 2026-08-03T04:34:21,782 creating build/bdist.linux-armv7l/wheel/imodels/experimental/bartpy/features 2026-08-03T04:34:21,783 copying build/lib/imodels/experimental/bartpy/features/featureimportance.py -> build/bdist.linux-armv7l/wheel/./imodels/experimental/bartpy/features 2026-08-03T04:34:21,788 copying build/lib/imodels/experimental/bartpy/features/__init__.py -> build/bdist.linux-armv7l/wheel/./imodels/experimental/bartpy/features 2026-08-03T04:34:21,789 copying build/lib/imodels/experimental/bartpy/features/featureselection.py -> build/bdist.linux-armv7l/wheel/./imodels/experimental/bartpy/features 2026-08-03T04:34:21,791 copying build/lib/imodels/experimental/bartpy/trace.py -> build/bdist.linux-armv7l/wheel/./imodels/experimental/bartpy 2026-08-03T04:34:21,793 copying build/lib/imodels/experimental/bartpy/sklearnmodel.py -> build/bdist.linux-armv7l/wheel/./imodels/experimental/bartpy 2026-08-03T04:34:21,796 copying build/lib/imodels/experimental/bartpy/node.py -> build/bdist.linux-armv7l/wheel/./imodels/experimental/bartpy 2026-08-03T04:34:21,800 creating build/bdist.linux-armv7l/wheel/imodels/experimental/bartpy/samplers 2026-08-03T04:34:21,801 copying build/lib/imodels/experimental/bartpy/samplers/schedule.py -> build/bdist.linux-armv7l/wheel/./imodels/experimental/bartpy/samplers 2026-08-03T04:34:21,803 copying build/lib/imodels/experimental/bartpy/samplers/sigma.py -> build/bdist.linux-armv7l/wheel/./imodels/experimental/bartpy/samplers 2026-08-03T04:34:21,805 copying build/lib/imodels/experimental/bartpy/samplers/treemutation.py -> build/bdist.linux-armv7l/wheel/./imodels/experimental/bartpy/samplers 2026-08-03T04:34:21,808 creating build/bdist.linux-armv7l/wheel/imodels/experimental/bartpy/samplers/oblivioustrees 2026-08-03T04:34:21,809 copying build/lib/imodels/experimental/bartpy/samplers/oblivioustrees/likelihoodratio.py -> build/bdist.linux-armv7l/wheel/./imodels/experimental/bartpy/samplers/oblivioustrees 2026-08-03T04:34:21,811 copying build/lib/imodels/experimental/bartpy/samplers/oblivioustrees/treemutation.py -> build/bdist.linux-armv7l/wheel/./imodels/experimental/bartpy/samplers/oblivioustrees 2026-08-03T04:34:21,813 copying build/lib/imodels/experimental/bartpy/samplers/oblivioustrees/__init__.py -> build/bdist.linux-armv7l/wheel/./imodels/experimental/bartpy/samplers/oblivioustrees 2026-08-03T04:34:21,815 copying build/lib/imodels/experimental/bartpy/samplers/oblivioustrees/proposer.py -> build/bdist.linux-armv7l/wheel/./imodels/experimental/bartpy/samplers/oblivioustrees 2026-08-03T04:34:21,817 copying build/lib/imodels/experimental/bartpy/samplers/modelsampler.py -> build/bdist.linux-armv7l/wheel/./imodels/experimental/bartpy/samplers 2026-08-03T04:34:21,819 copying build/lib/imodels/experimental/bartpy/samplers/leafnode.py -> build/bdist.linux-armv7l/wheel/./imodels/experimental/bartpy/samplers 2026-08-03T04:34:21,821 copying build/lib/imodels/experimental/bartpy/samplers/scalar.py -> build/bdist.linux-armv7l/wheel/./imodels/experimental/bartpy/samplers 2026-08-03T04:34:21,823 copying build/lib/imodels/experimental/bartpy/samplers/__init__.py -> build/bdist.linux-armv7l/wheel/./imodels/experimental/bartpy/samplers 2026-08-03T04:34:21,824 copying build/lib/imodels/experimental/bartpy/samplers/sampler.py -> build/bdist.linux-armv7l/wheel/./imodels/experimental/bartpy/samplers 2026-08-03T04:34:21,827 creating build/bdist.linux-armv7l/wheel/imodels/experimental/bartpy/samplers/unconstrainedtree 2026-08-03T04:34:21,828 copying build/lib/imodels/experimental/bartpy/samplers/unconstrainedtree/likelihoodratio.py -> build/bdist.linux-armv7l/wheel/./imodels/experimental/bartpy/samplers/unconstrainedtree 2026-08-03T04:34:21,830 copying build/lib/imodels/experimental/bartpy/samplers/unconstrainedtree/treemutation.py -> build/bdist.linux-armv7l/wheel/./imodels/experimental/bartpy/samplers/unconstrainedtree 2026-08-03T04:34:21,832 copying build/lib/imodels/experimental/bartpy/samplers/unconstrainedtree/__init__.py -> build/bdist.linux-armv7l/wheel/./imodels/experimental/bartpy/samplers/unconstrainedtree 2026-08-03T04:34:21,834 copying build/lib/imodels/experimental/bartpy/samplers/unconstrainedtree/proposer.py -> build/bdist.linux-armv7l/wheel/./imodels/experimental/bartpy/samplers/unconstrainedtree 2026-08-03T04:34:21,836 copying build/lib/imodels/experimental/bartpy/mutation.py -> build/bdist.linux-armv7l/wheel/./imodels/experimental/bartpy 2026-08-03T04:34:21,838 copying build/lib/imodels/experimental/bartpy/data.py -> build/bdist.linux-armv7l/wheel/./imodels/experimental/bartpy 2026-08-03T04:34:21,840 copying build/lib/imodels/experimental/stableskope.py -> build/bdist.linux-armv7l/wheel/./imodels/experimental 2026-08-03T04:34:21,842 copying build/lib/imodels/experimental/util.py -> build/bdist.linux-armv7l/wheel/./imodels/experimental 2026-08-03T04:34:21,844 creating build/bdist.linux-armv7l/wheel/imodels/tree 2026-08-03T04:34:21,846 copying build/lib/imodels/tree/cart_ccp.py -> build/bdist.linux-armv7l/wheel/./imodels/tree 2026-08-03T04:34:21,848 copying build/lib/imodels/tree/viz_utils.py -> build/bdist.linux-armv7l/wheel/./imodels/tree 2026-08-03T04:34:21,851 creating build/bdist.linux-armv7l/wheel/imodels/tree/c45_tree 2026-08-03T04:34:21,852 copying build/lib/imodels/tree/c45_tree/__init__.py -> build/bdist.linux-armv7l/wheel/./imodels/tree/c45_tree 2026-08-03T04:34:21,854 copying build/lib/imodels/tree/c45_tree/c45_tree.py -> build/bdist.linux-armv7l/wheel/./imodels/tree/c45_tree 2026-08-03T04:34:21,856 copying build/lib/imodels/tree/c45_tree/c45_utils.py -> build/bdist.linux-armv7l/wheel/./imodels/tree/c45_tree 2026-08-03T04:34:21,859 creating build/bdist.linux-armv7l/wheel/imodels/tree/rf_plus 2026-08-03T04:34:21,861 creating build/bdist.linux-armv7l/wheel/imodels/tree/rf_plus/feature_importance 2026-08-03T04:34:21,862 creating build/bdist.linux-armv7l/wheel/imodels/tree/rf_plus/feature_importance/ppms 2026-08-03T04:34:21,863 copying build/lib/imodels/tree/rf_plus/feature_importance/ppms/ppms.py -> build/bdist.linux-armv7l/wheel/./imodels/tree/rf_plus/feature_importance/ppms 2026-08-03T04:34:21,866 copying build/lib/imodels/tree/rf_plus/feature_importance/rfplus_explainer.py -> build/bdist.linux-armv7l/wheel/./imodels/tree/rf_plus/feature_importance 2026-08-03T04:34:21,869 creating build/bdist.linux-armv7l/wheel/imodels/tree/rf_plus/data_transformations 2026-08-03T04:34:21,870 copying build/lib/imodels/tree/rf_plus/data_transformations/local_stumps.py -> build/bdist.linux-armv7l/wheel/./imodels/tree/rf_plus/data_transformations 2026-08-03T04:34:21,873 copying build/lib/imodels/tree/rf_plus/data_transformations/block_transformers.py -> build/bdist.linux-armv7l/wheel/./imodels/tree/rf_plus/data_transformations 2026-08-03T04:34:21,876 creating build/bdist.linux-armv7l/wheel/imodels/tree/rf_plus/rf_plus 2026-08-03T04:34:21,877 copying build/lib/imodels/tree/rf_plus/rf_plus/rf_plus_utils.py -> build/bdist.linux-armv7l/wheel/./imodels/tree/rf_plus/rf_plus 2026-08-03T04:34:21,879 copying build/lib/imodels/tree/rf_plus/rf_plus/rf_plus_models.py -> build/bdist.linux-armv7l/wheel/./imodels/tree/rf_plus/rf_plus 2026-08-03T04:34:21,882 copying build/lib/imodels/tree/rf_plus/__init__.py -> build/bdist.linux-armv7l/wheel/./imodels/tree/rf_plus 2026-08-03T04:34:21,884 copying build/lib/imodels/tree/hierarchical_shrinkage.py -> build/bdist.linux-armv7l/wheel/./imodels/tree 2026-08-03T04:34:21,886 copying build/lib/imodels/tree/figs.py -> build/bdist.linux-armv7l/wheel/./imodels/tree 2026-08-03T04:34:21,889 copying build/lib/imodels/tree/tao.py -> build/bdist.linux-armv7l/wheel/./imodels/tree 2026-08-03T04:34:21,892 copying build/lib/imodels/tree/custom_greedy_tree.py -> build/bdist.linux-armv7l/wheel/./imodels/tree 2026-08-03T04:34:21,894 copying build/lib/imodels/tree/__init__.py -> build/bdist.linux-armv7l/wheel/./imodels/tree 2026-08-03T04:34:21,896 copying build/lib/imodels/tree/cart_wrapper.py -> build/bdist.linux-armv7l/wheel/./imodels/tree 2026-08-03T04:34:21,899 creating build/bdist.linux-armv7l/wheel/imodels/clustering 2026-08-03T04:34:21,900 copying build/lib/imodels/clustering/__init__.py -> build/bdist.linux-armv7l/wheel/./imodels/clustering 2026-08-03T04:34:21,902 copying build/lib/imodels/clustering/stableclustering.py -> build/bdist.linux-armv7l/wheel/./imodels/clustering 2026-08-03T04:34:21,904 creating build/bdist.linux-armv7l/wheel/imodels/discretization 2026-08-03T04:34:21,905 copying build/lib/imodels/discretization/discretizer.py -> build/bdist.linux-armv7l/wheel/./imodels/discretization 2026-08-03T04:34:21,908 copying build/lib/imodels/discretization/__init__.py -> build/bdist.linux-armv7l/wheel/./imodels/discretization 2026-08-03T04:34:21,910 copying build/lib/imodels/discretization/simple.py -> build/bdist.linux-armv7l/wheel/./imodels/discretization 2026-08-03T04:34:21,912 copying build/lib/imodels/discretization/mdlp.py -> build/bdist.linux-armv7l/wheel/./imodels/discretization 2026-08-03T04:34:21,915 copying build/lib/imodels/__init__.py -> build/bdist.linux-armv7l/wheel/./imodels 2026-08-03T04:34:21,918 creating build/bdist.linux-armv7l/wheel/imodels/util 2026-08-03T04:34:21,919 copying build/lib/imodels/util/ensemble.py -> build/bdist.linux-armv7l/wheel/./imodels/util 2026-08-03T04:34:21,921 copying build/lib/imodels/util/introspection.py -> build/bdist.linux-armv7l/wheel/./imodels/util 2026-08-03T04:34:21,923 copying build/lib/imodels/util/metrics.py -> build/bdist.linux-armv7l/wheel/./imodels/util 2026-08-03T04:34:21,924 copying build/lib/imodels/util/tree_viz.py -> build/bdist.linux-armv7l/wheel/./imodels/util 2026-08-03T04:34:21,927 copying build/lib/imodels/util/rule.py -> build/bdist.linux-armv7l/wheel/./imodels/util 2026-08-03T04:34:21,928 copying build/lib/imodels/util/tree.py -> build/bdist.linux-armv7l/wheel/./imodels/util 2026-08-03T04:34:21,931 copying build/lib/imodels/util/model_trees.py -> build/bdist.linux-armv7l/wheel/./imodels/util 2026-08-03T04:34:21,933 copying build/lib/imodels/util/explain_errors.py -> build/bdist.linux-armv7l/wheel/./imodels/util 2026-08-03T04:34:21,935 copying build/lib/imodels/util/arguments.py -> build/bdist.linux-armv7l/wheel/./imodels/util 2026-08-03T04:34:21,937 copying build/lib/imodels/util/prune.py -> build/bdist.linux-armv7l/wheel/./imodels/util 2026-08-03T04:34:21,939 copying build/lib/imodels/util/sklearn_compat.py -> build/bdist.linux-armv7l/wheel/./imodels/util 2026-08-03T04:34:21,941 copying build/lib/imodels/util/__init__.py -> build/bdist.linux-armv7l/wheel/./imodels/util 2026-08-03T04:34:21,943 copying build/lib/imodels/util/get_rules.py -> build/bdist.linux-armv7l/wheel/./imodels/util 2026-08-03T04:34:21,945 copying build/lib/imodels/util/neural_nets.py -> build/bdist.linux-armv7l/wheel/./imodels/util 2026-08-03T04:34:21,948 copying build/lib/imodels/util/transforms.py -> build/bdist.linux-armv7l/wheel/./imodels/util 2026-08-03T04:34:21,950 copying build/lib/imodels/util/tree_interaction_utils.py -> build/bdist.linux-armv7l/wheel/./imodels/util 2026-08-03T04:34:21,952 copying build/lib/imodels/util/score.py -> build/bdist.linux-armv7l/wheel/./imodels/util 2026-08-03T04:34:21,955 copying build/lib/imodels/util/checks.py -> build/bdist.linux-armv7l/wheel/./imodels/util 2026-08-03T04:34:21,957 copying build/lib/imodels/util/automl.py -> build/bdist.linux-armv7l/wheel/./imodels/util 2026-08-03T04:34:21,959 copying build/lib/imodels/util/apply.py -> build/bdist.linux-armv7l/wheel/./imodels/util 2026-08-03T04:34:21,961 copying build/lib/imodels/util/data_util.py -> build/bdist.linux-armv7l/wheel/./imodels/util 2026-08-03T04:34:21,965 copying build/lib/imodels/util/extract.py -> build/bdist.linux-armv7l/wheel/./imodels/util 2026-08-03T04:34:21,969 copying build/lib/imodels/util/distillation.py -> build/bdist.linux-armv7l/wheel/./imodels/util 2026-08-03T04:34:21,973 copying build/lib/imodels/util/convert.py -> build/bdist.linux-armv7l/wheel/./imodels/util 2026-08-03T04:34:21,978 creating build/bdist.linux-armv7l/wheel/imodels/algebraic 2026-08-03T04:34:21,979 copying build/lib/imodels/algebraic/tree_gam_minimal.py -> build/bdist.linux-armv7l/wheel/./imodels/algebraic 2026-08-03T04:34:21,981 copying build/lib/imodels/algebraic/gam_shap.py -> build/bdist.linux-armv7l/wheel/./imodels/algebraic 2026-08-03T04:34:21,984 copying build/lib/imodels/algebraic/slim.py -> build/bdist.linux-armv7l/wheel/./imodels/algebraic 2026-08-03T04:34:21,986 copying build/lib/imodels/algebraic/marginal_shrinkage_linear_model.py -> build/bdist.linux-armv7l/wheel/./imodels/algebraic 2026-08-03T04:34:21,989 copying build/lib/imodels/algebraic/ridge_multi_utils.py -> build/bdist.linux-armv7l/wheel/./imodels/algebraic 2026-08-03T04:34:21,991 copying build/lib/imodels/algebraic/__init__.py -> build/bdist.linux-armv7l/wheel/./imodels/algebraic 2026-08-03T04:34:21,993 copying build/lib/imodels/algebraic/gam_multitask.py -> build/bdist.linux-armv7l/wheel/./imodels/algebraic 2026-08-03T04:34:21,995 copying build/lib/imodels/algebraic/tree_gam.py -> build/bdist.linux-armv7l/wheel/./imodels/algebraic 2026-08-03T04:34:21,999 copying build/lib/imodels/algebraic/ridge_multi.py -> build/bdist.linux-armv7l/wheel/./imodels/algebraic 2026-08-03T04:34:22,005 creating build/bdist.linux-armv7l/wheel/imodels/rule_list 2026-08-03T04:34:22,007 copying build/lib/imodels/rule_list/one_r.py -> build/bdist.linux-armv7l/wheel/./imodels/rule_list 2026-08-03T04:34:22,009 copying build/lib/imodels/rule_list/fast_frugal_tree.py -> build/bdist.linux-armv7l/wheel/./imodels/rule_list 2026-08-03T04:34:22,012 copying build/lib/imodels/rule_list/__init__.py -> build/bdist.linux-armv7l/wheel/./imodels/rule_list 2026-08-03T04:34:22,014 copying build/lib/imodels/rule_list/rule_list.py -> build/bdist.linux-armv7l/wheel/./imodels/rule_list 2026-08-03T04:34:22,016 copying build/lib/imodels/rule_list/greedy_rule_list.py -> build/bdist.linux-armv7l/wheel/./imodels/rule_list 2026-08-03T04:34:22,019 creating build/bdist.linux-armv7l/wheel/imodels/rule_list/bayesian_rule_list 2026-08-03T04:34:22,020 copying build/lib/imodels/rule_list/bayesian_rule_list/brl_util.py -> build/bdist.linux-armv7l/wheel/./imodels/rule_list/bayesian_rule_list 2026-08-03T04:34:22,025 copying build/lib/imodels/rule_list/bayesian_rule_list/bayesian_rule_list.py -> build/bdist.linux-armv7l/wheel/./imodels/rule_list/bayesian_rule_list 2026-08-03T04:34:22,030 copying build/lib/imodels/rule_list/bayesian_rule_list/__init__.py -> build/bdist.linux-armv7l/wheel/./imodels/rule_list/bayesian_rule_list 2026-08-03T04:34:22,035 creating build/bdist.linux-armv7l/wheel/imodels/importance 2026-08-03T04:34:22,036 copying build/lib/imodels/importance/rf_plus.py -> build/bdist.linux-armv7l/wheel/./imodels/importance 2026-08-03T04:34:22,039 copying build/lib/imodels/importance/mdi_plus.py -> build/bdist.linux-armv7l/wheel/./imodels/importance 2026-08-03T04:34:22,042 copying build/lib/imodels/importance/block_transformers_ys.py -> build/bdist.linux-armv7l/wheel/./imodels/importance 2026-08-03T04:34:22,044 copying build/lib/imodels/importance/ranking_stability.py -> build/bdist.linux-armv7l/wheel/./imodels/importance 2026-08-03T04:34:22,046 copying build/lib/imodels/importance/__init__.py -> build/bdist.linux-armv7l/wheel/./imodels/importance 2026-08-03T04:34:22,048 copying build/lib/imodels/importance/local_stumps.py -> build/bdist.linux-armv7l/wheel/./imodels/importance 2026-08-03T04:34:22,051 copying build/lib/imodels/importance/block_transformers.py -> build/bdist.linux-armv7l/wheel/./imodels/importance 2026-08-03T04:34:22,056 copying build/lib/imodels/importance/ppms.py -> build/bdist.linux-armv7l/wheel/./imodels/importance 2026-08-03T04:34:22,062 creating build/bdist.linux-armv7l/wheel/imodels/rule_set 2026-08-03T04:34:22,064 copying build/lib/imodels/rule_set/brs.py -> build/bdist.linux-armv7l/wheel/./imodels/rule_set 2026-08-03T04:34:22,069 copying build/lib/imodels/rule_set/rule_fit.py -> build/bdist.linux-armv7l/wheel/./imodels/rule_set 2026-08-03T04:34:22,071 copying build/lib/imodels/rule_set/fplasso.py -> build/bdist.linux-armv7l/wheel/./imodels/rule_set 2026-08-03T04:34:22,073 copying build/lib/imodels/rule_set/skope_rules.py -> build/bdist.linux-armv7l/wheel/./imodels/rule_set 2026-08-03T04:34:22,076 copying build/lib/imodels/rule_set/slipper_util.py -> build/bdist.linux-armv7l/wheel/./imodels/rule_set 2026-08-03T04:34:22,078 copying build/lib/imodels/rule_set/rule_set.py -> build/bdist.linux-armv7l/wheel/./imodels/rule_set 2026-08-03T04:34:22,080 copying build/lib/imodels/rule_set/__init__.py -> build/bdist.linux-armv7l/wheel/./imodels/rule_set 2026-08-03T04:34:22,081 copying build/lib/imodels/rule_set/fpskope.py -> build/bdist.linux-armv7l/wheel/./imodels/rule_set 2026-08-03T04:34:22,083 copying build/lib/imodels/rule_set/boosted_rules.py -> build/bdist.linux-armv7l/wheel/./imodels/rule_set 2026-08-03T04:34:22,085 copying build/lib/imodels/rule_set/slipper.py -> build/bdist.linux-armv7l/wheel/./imodels/rule_set 2026-08-03T04:34:22,087 running install_egg_info 2026-08-03T04:34:22,092 Copying imodels.egg-info to build/bdist.linux-armv7l/wheel/./imodels-3.0.0-py3.11.egg-info 2026-08-03T04:34:22,103 running install_scripts 2026-08-03T04:34:22,110 creating build/bdist.linux-armv7l/wheel/imodels-3.0.0.dist-info/WHEEL 2026-08-03T04:34:22,113 creating '/tmp/pip-wheel-genbwrgn/.tmp-9jqnqi4t/imodels-3.0.0-py3-none-any.whl' and adding 'build/bdist.linux-armv7l/wheel' to it 2026-08-03T04:34:22,116 adding 'imodels/__init__.py' 2026-08-03T04:34:22,118 adding 'imodels/algebraic/__init__.py' 2026-08-03T04:34:22,120 adding 'imodels/algebraic/gam_multitask.py' 2026-08-03T04:34:22,122 adding 'imodels/algebraic/gam_shap.py' 2026-08-03T04:34:22,124 adding 'imodels/algebraic/marginal_shrinkage_linear_model.py' 2026-08-03T04:34:22,127 adding 'imodels/algebraic/ridge_multi.py' 2026-08-03T04:34:22,129 adding 'imodels/algebraic/ridge_multi_utils.py' 2026-08-03T04:34:22,130 adding 'imodels/algebraic/slim.py' 2026-08-03T04:34:22,133 adding 'imodels/algebraic/tree_gam.py' 2026-08-03T04:34:22,134 adding 'imodels/algebraic/tree_gam_minimal.py' 2026-08-03T04:34:22,136 adding 'imodels/clustering/__init__.py' 2026-08-03T04:34:22,138 adding 'imodels/clustering/stableclustering.py' 2026-08-03T04:34:22,139 adding 'imodels/discretization/__init__.py' 2026-08-03T04:34:22,143 adding 'imodels/discretization/discretizer.py' 2026-08-03T04:34:22,146 adding 'imodels/discretization/mdlp.py' 2026-08-03T04:34:22,147 adding 'imodels/discretization/simple.py' 2026-08-03T04:34:22,149 adding 'imodels/experimental/__init__.py' 2026-08-03T04:34:22,152 adding 'imodels/experimental/figs_ensembles.py' 2026-08-03T04:34:22,154 adding 'imodels/experimental/figs_shrinkage.py' 2026-08-03T04:34:22,155 adding 'imodels/experimental/stablelinear.py' 2026-08-03T04:34:22,157 adding 'imodels/experimental/stableskope.py' 2026-08-03T04:34:22,158 adding 'imodels/experimental/tree_gam_simple.py' 2026-08-03T04:34:22,160 adding 'imodels/experimental/util.py' 2026-08-03T04:34:22,161 adding 'imodels/experimental/bartpy/__init__.py' 2026-08-03T04:34:22,163 adding 'imodels/experimental/bartpy/data.py' 2026-08-03T04:34:22,164 adding 'imodels/experimental/bartpy/errors.py' 2026-08-03T04:34:22,166 adding 'imodels/experimental/bartpy/model.py' 2026-08-03T04:34:22,167 adding 'imodels/experimental/bartpy/mutation.py' 2026-08-03T04:34:22,168 adding 'imodels/experimental/bartpy/node.py' 2026-08-03T04:34:22,169 adding 'imodels/experimental/bartpy/plotting.py' 2026-08-03T04:34:22,171 adding 'imodels/experimental/bartpy/runner.py' 2026-08-03T04:34:22,172 adding 'imodels/experimental/bartpy/sigma.py' 2026-08-03T04:34:22,175 adding 'imodels/experimental/bartpy/sklearnmodel.py' 2026-08-03T04:34:22,176 adding 'imodels/experimental/bartpy/split.py' 2026-08-03T04:34:22,178 adding 'imodels/experimental/bartpy/splitcondition.py' 2026-08-03T04:34:22,179 adding 'imodels/experimental/bartpy/trace.py' 2026-08-03T04:34:22,180 adding 'imodels/experimental/bartpy/tree.py' 2026-08-03T04:34:22,182 adding 'imodels/experimental/bartpy/diagnostics/__init__.py' 2026-08-03T04:34:22,183 adding 'imodels/experimental/bartpy/diagnostics/diagnostics.py' 2026-08-03T04:34:22,185 adding 'imodels/experimental/bartpy/diagnostics/features.py' 2026-08-03T04:34:22,187 adding 'imodels/experimental/bartpy/diagnostics/motivation.py' 2026-08-03T04:34:22,188 adding 'imodels/experimental/bartpy/diagnostics/residuals.py' 2026-08-03T04:34:22,189 adding 'imodels/experimental/bartpy/diagnostics/sampling.py' 2026-08-03T04:34:22,190 adding 'imodels/experimental/bartpy/diagnostics/sigma.py' 2026-08-03T04:34:22,192 adding 'imodels/experimental/bartpy/diagnostics/trees.py' 2026-08-03T04:34:22,193 adding 'imodels/experimental/bartpy/extensions/__init__.py' 2026-08-03T04:34:22,195 adding 'imodels/experimental/bartpy/extensions/baseestimator.py' 2026-08-03T04:34:22,196 adding 'imodels/experimental/bartpy/extensions/ols.py' 2026-08-03T04:34:22,197 adding 'imodels/experimental/bartpy/features/__init__.py' 2026-08-03T04:34:22,199 adding 'imodels/experimental/bartpy/features/featureimportance.py' 2026-08-03T04:34:22,200 adding 'imodels/experimental/bartpy/features/featureselection.py' 2026-08-03T04:34:22,202 adding 'imodels/experimental/bartpy/initializers/__init__.py' 2026-08-03T04:34:22,203 adding 'imodels/experimental/bartpy/initializers/initializer.py' 2026-08-03T04:34:22,205 adding 'imodels/experimental/bartpy/initializers/sklearntreeinitializer.py' 2026-08-03T04:34:22,206 adding 'imodels/experimental/bartpy/samplers/__init__.py' 2026-08-03T04:34:22,208 adding 'imodels/experimental/bartpy/samplers/leafnode.py' 2026-08-03T04:34:22,209 adding 'imodels/experimental/bartpy/samplers/modelsampler.py' 2026-08-03T04:34:22,210 adding 'imodels/experimental/bartpy/samplers/sampler.py' 2026-08-03T04:34:22,211 adding 'imodels/experimental/bartpy/samplers/scalar.py' 2026-08-03T04:34:22,213 adding 'imodels/experimental/bartpy/samplers/schedule.py' 2026-08-03T04:34:22,214 adding 'imodels/experimental/bartpy/samplers/sigma.py' 2026-08-03T04:34:22,215 adding 'imodels/experimental/bartpy/samplers/treemutation.py' 2026-08-03T04:34:22,217 adding 'imodels/experimental/bartpy/samplers/oblivioustrees/__init__.py' 2026-08-03T04:34:22,219 adding 'imodels/experimental/bartpy/samplers/oblivioustrees/likelihoodratio.py' 2026-08-03T04:34:22,220 adding 'imodels/experimental/bartpy/samplers/oblivioustrees/proposer.py' 2026-08-03T04:34:22,221 adding 'imodels/experimental/bartpy/samplers/oblivioustrees/treemutation.py' 2026-08-03T04:34:22,223 adding 'imodels/experimental/bartpy/samplers/unconstrainedtree/__init__.py' 2026-08-03T04:34:22,225 adding 'imodels/experimental/bartpy/samplers/unconstrainedtree/likelihoodratio.py' 2026-08-03T04:34:22,226 adding 'imodels/experimental/bartpy/samplers/unconstrainedtree/proposer.py' 2026-08-03T04:34:22,227 adding 'imodels/experimental/bartpy/samplers/unconstrainedtree/treemutation.py' 2026-08-03T04:34:22,229 adding 'imodels/importance/__init__.py' 2026-08-03T04:34:22,232 adding 'imodels/importance/block_transformers.py' 2026-08-03T04:34:22,234 adding 'imodels/importance/block_transformers_ys.py' 2026-08-03T04:34:22,236 adding 'imodels/importance/local_stumps.py' 2026-08-03T04:34:22,238 adding 'imodels/importance/mdi_plus.py' 2026-08-03T04:34:22,241 adding 'imodels/importance/ppms.py' 2026-08-03T04:34:22,242 adding 'imodels/importance/ranking_stability.py' 2026-08-03T04:34:22,245 adding 'imodels/importance/rf_plus.py' 2026-08-03T04:34:22,247 adding 'imodels/rule_list/__init__.py' 2026-08-03T04:34:22,248 adding 'imodels/rule_list/fast_frugal_tree.py' 2026-08-03T04:34:22,250 adding 'imodels/rule_list/greedy_rule_list.py' 2026-08-03T04:34:22,252 adding 'imodels/rule_list/one_r.py' 2026-08-03T04:34:22,253 adding 'imodels/rule_list/rule_list.py' 2026-08-03T04:34:22,254 adding 'imodels/rule_list/bayesian_rule_list/__init__.py' 2026-08-03T04:34:22,256 adding 'imodels/rule_list/bayesian_rule_list/bayesian_rule_list.py' 2026-08-03T04:34:22,260 adding 'imodels/rule_list/bayesian_rule_list/brl_util.py' 2026-08-03T04:34:22,261 adding 'imodels/rule_set/__init__.py' 2026-08-03T04:34:22,263 adding 'imodels/rule_set/boosted_rules.py' 2026-08-03T04:34:22,266 adding 'imodels/rule_set/brs.py' 2026-08-03T04:34:22,267 adding 'imodels/rule_set/fplasso.py' 2026-08-03T04:34:22,268 adding 'imodels/rule_set/fpskope.py' 2026-08-03T04:34:22,271 adding 'imodels/rule_set/rule_fit.py' 2026-08-03T04:34:22,272 adding 'imodels/rule_set/rule_set.py' 2026-08-03T04:34:22,275 adding 'imodels/rule_set/skope_rules.py' 2026-08-03T04:34:22,276 adding 'imodels/rule_set/slipper.py' 2026-08-03T04:34:22,278 adding 'imodels/rule_set/slipper_util.py' 2026-08-03T04:34:22,279 adding 'imodels/tree/__init__.py' 2026-08-03T04:34:22,281 adding 'imodels/tree/cart_ccp.py' 2026-08-03T04:34:22,283 adding 'imodels/tree/cart_wrapper.py' 2026-08-03T04:34:22,284 adding 'imodels/tree/custom_greedy_tree.py' 2026-08-03T04:34:22,289 adding 'imodels/tree/figs.py' 2026-08-03T04:34:22,292 adding 'imodels/tree/hierarchical_shrinkage.py' 2026-08-03T04:34:22,294 adding 'imodels/tree/tao.py' 2026-08-03T04:34:22,296 adding 'imodels/tree/viz_utils.py' 2026-08-03T04:34:22,298 adding 'imodels/tree/c45_tree/__init__.py' 2026-08-03T04:34:22,300 adding 'imodels/tree/c45_tree/c45_tree.py' 2026-08-03T04:34:22,302 adding 'imodels/tree/c45_tree/c45_utils.py' 2026-08-03T04:34:22,303 adding 'imodels/tree/rf_plus/__init__.py' 2026-08-03T04:34:22,307 adding 'imodels/tree/rf_plus/data_transformations/block_transformers.py' 2026-08-03T04:34:22,309 adding 'imodels/tree/rf_plus/data_transformations/local_stumps.py' 2026-08-03T04:34:22,311 adding 'imodels/tree/rf_plus/feature_importance/rfplus_explainer.py' 2026-08-03T04:34:22,313 adding 'imodels/tree/rf_plus/feature_importance/ppms/ppms.py' 2026-08-03T04:34:22,316 adding 'imodels/tree/rf_plus/rf_plus/rf_plus_models.py' 2026-08-03T04:34:22,318 adding 'imodels/tree/rf_plus/rf_plus/rf_plus_utils.py' 2026-08-03T04:34:22,320 adding 'imodels/util/__init__.py' 2026-08-03T04:34:22,321 adding 'imodels/util/apply.py' 2026-08-03T04:34:22,323 adding 'imodels/util/arguments.py' 2026-08-03T04:34:22,324 adding 'imodels/util/automl.py' 2026-08-03T04:34:22,326 adding 'imodels/util/checks.py' 2026-08-03T04:34:22,327 adding 'imodels/util/convert.py' 2026-08-03T04:34:22,329 adding 'imodels/util/data_util.py' 2026-08-03T04:34:22,331 adding 'imodels/util/distillation.py' 2026-08-03T04:34:22,332 adding 'imodels/util/ensemble.py' 2026-08-03T04:34:22,334 adding 'imodels/util/explain_errors.py' 2026-08-03T04:34:22,336 adding 'imodels/util/extract.py' 2026-08-03T04:34:22,338 adding 'imodels/util/get_rules.py' 2026-08-03T04:34:22,339 adding 'imodels/util/introspection.py' 2026-08-03T04:34:22,341 adding 'imodels/util/metrics.py' 2026-08-03T04:34:22,342 adding 'imodels/util/model_trees.py' 2026-08-03T04:34:22,344 adding 'imodels/util/neural_nets.py' 2026-08-03T04:34:22,345 adding 'imodels/util/prune.py' 2026-08-03T04:34:22,346 adding 'imodels/util/rule.py' 2026-08-03T04:34:22,348 adding 'imodels/util/score.py' 2026-08-03T04:34:22,349 adding 'imodels/util/sklearn_compat.py' 2026-08-03T04:34:22,351 adding 'imodels/util/transforms.py' 2026-08-03T04:34:22,352 adding 'imodels/util/tree.py' 2026-08-03T04:34:22,353 adding 'imodels/util/tree_interaction_utils.py' 2026-08-03T04:34:22,355 adding 'imodels/util/tree_viz.py' 2026-08-03T04:34:22,360 adding 'imodels-3.0.0.dist-info/METADATA' 2026-08-03T04:34:22,361 adding 'imodels-3.0.0.dist-info/WHEEL' 2026-08-03T04:34:22,362 adding 'imodels-3.0.0.dist-info/top_level.txt' 2026-08-03T04:34:22,364 adding 'imodels-3.0.0.dist-info/RECORD' 2026-08-03T04:34:22,370 removing build/bdist.linux-armv7l/wheel 2026-08-03T04:34:22,507 Building wheel for imodels (pyproject.toml): finished with status 'done' 2026-08-03T04:34:22,516 Created wheel for imodels: filename=imodels-3.0.0-py3-none-any.whl size=278898 sha256=0e7e85e9d9eb0cc275a82005da22cdaf6fa9256cdaecab057ca7e0a9e94fc6a6 2026-08-03T04:34:22,517 Stored in directory: /tmp/pip-ephem-wheel-cache-1p3zvs2t/wheels/12/f0/2b/1ae4e48a69615ff66edc79f9bba92f3ff367d08aec4c920519 2026-08-03T04:34:22,537 Successfully built imodels 2026-08-03T04:34:22,547 Removed build tracker: '/tmp/pip-build-tracker-rga1xvq3'